Riandy Candra Winahyu
Riandy Candra Winahyu's work was selected for the XERJ Corpus Hub, the open reference memory AI coding agents search before they write code. When an agent meets the same problem, it gets this implementation back as a worked example, with the author and the repository attached.
Totals across every corpus @riandycandra appears in; a commit selected for two corpora counts once. Files and lines count the selected commits; each corpus indexes the whole repository at its pinned commit.
What an agent can do with the smtpforge corpus
riandycandra/smtpforge: A centralized, self-hosted email relay platform for corporate ecosystems. Securely manage multiple SMTP credentials, provide…
- Reuse a worked example: the commit “update Dockerfiles and add OpenShift deployment files” (10 files · YAML).
- Answer from smtpforge's real YAML source instead of memory (Security and vulnerabilities).
- Where does smtpforge handle “update Dockerfiles and add OpenShift deployment files”?
- What does deploy do in smtpforge?
Search the GitHub repository riandycandra/smtpforge with XERJ (https://hub.xerj.org/corpus/riandycandra--smtpforge). Run these in a shell, in order, and check each result before the next: 1. xerj --help (success: it prints usage). If xerj is missing: curl -fsSL https://xerj.org/get | sh 2. git clone https://github.com/riandycandra/smtpforge smtpforge && git -C smtpforge checkout e742987cb122436b4147acf08cdb0990afceca8e 3. Start a local node and leave it running: xerj --insecure --data-dir ./xerj-data 4. xerj autoindex ./smtpforge --url http://127.0.0.1:9200 --prefix smtpforge --progress plain 5. xerj autoindex map --url http://127.0.0.1:9200 Then answer my question from the indexed files and cite the ax_path of every hit. Query syntax: https://xerj.org/llms.txt Licence: MIT. Keep the copyright notice and credit the authors.
corpus riandycandra--smtpforge · Security and vulnerabilities
Related corpora: web-features, ibonon/Adversum, GovHub-br/data-application-cidades
Code security audit with XERJ · Case study: reference coding for agents
Selected work
riandycandra/smtpforge
The corpus is the whole repository at the pinned commit, not only the files of the selected commit.
Not installable yet: this corpus is not in the hub registry until its licence review passes, so xerj corpus add and xerj ask cannot fetch it. It becomes installable when this card says live in the hub.
Sign in with GitHub or Hugging Face to see more: every selected commit in full (commit date, every folder, licence review state, pin) and the pack builds of each corpus.
[](https://hub.xerj.org/contributors/riandycandra)
Included with the author's permission (email, 2026-10-20), under each repository's own licence, with attribution. Want it removed? Reply to the email or open an issue on xerj-org/xerj.